Rosenshine's Principles: 10 Evidence-Based Teaching Strategies
Rosenshine's 10 Principles of Instruction explained with worked examples. Research-backed strategies from 40 years of classroom observation that improve outcomes across all key stages.
Rosenshine's Principles of Instruction describes ten research-informed teaching routines, published by Barak Rosenshine in 2012, that help teachers review prior learning, explain new material, model, question, guide practice and review over time.
They matter because many classroom difficulties are not caused by poor effort. They come from unclear explanations, overloaded working memory or practice that begins before learners are ready. The evidence panel below summarises 7 studies and reviews that support explicit modelling, guided practice, worked examples and careful review when teachers use them flexibly.
Key takeaways
- Use the principles as a planning and coaching checklist, not a fixed lesson script.
- Model new material, check all learners' responses and keep early practice supported.
- Fade scaffolds once accuracy is secure, then use weekly and monthly review to strengthen memory.
Research Evidence Check
What does the evidence say?
Do explicit instruction routines like Rosenshine's principles improve learning outcomes when used flexibly by teachers?
Promising support: Strong but component-level support: the best evidence favours explicit modelling, guided practice, worked examples, checking understanding and review, while cautioning against treating Rosenshine as a rigid lesson script.
71% Yes from 7 studies
moderate evidence
- Yes71%
- Possibly29%
- Mixed0%
- No0%
Teacher takeaway
Use Rosenshine's principles as a planning and reflection checklist: model clearly, check all learners' responses, keep practice supported at first, and fade help when learners are ready.
View the evidence behind this answer7 studies
1 The Effectiveness of Direct Instruction Curricula: A Meta-Analysis of a Half Century of Research
meta analysis
yes
2018
This meta-analysis examined Direct Instruction research over several decades. It supports structured, teacher-led instruction for a range of learners and subjects, although Direct Instruction curricula are not identical to Rosenshine's wider principles.
Classroom implication: Strongest use: structured explanations, sequenced tasks and guided practice for foundational knowledge and skills.
2 Reciprocal Teaching: A Review of the Research
review
yes
1994
Rosenshine and Meister reviewed quantitative studies of reciprocal teaching. The findings support explicit strategy instruction and guided dialogue, with stronger effects on experimenter-developed tests than on standardised tests.
Classroom implication: Teach strategies directly, model them aloud, then hand responsibility to learners through structured dialogue.
3 Mathematics Interventions for Children with Special Educational Needs: A Meta-Analysis
meta analysis
yes
2003
This meta-analysis of mathematics interventions for elementary learners with special educational needs found that intervention type mattered. Direct instruction was one of the more effective approaches in the included studies.
Classroom implication: For learners who are struggling, make examples, steps and success criteria explicit before expecting independent problem solving.
4 A Meta-analysis of the Worked Examples Effect on Mathematics Performance
meta analysis
yes
2023
The review synthesised worked-example studies and supports the Rosenshine-aligned practice of modelling worked examples before asking learners to solve similar problems independently.
Classroom implication: Use worked examples for novice learners, then fade steps gradually rather than removing support abruptly.
5 Why Minimal Guidance During Instruction Does Not Work
theoretical review
possibly
2006
This influential review connects cognitive load theory with instructional guidance. It supports modelling and guided practice for novice learners, but it is not a classroom meta-analysis of Rosenshine's ten principles.
Classroom implication: Use more guidance when material is new or complex, and reduce that guidance as learner expertise grows.
6 Cognitive Science Approaches in the Classroom: A Review of the Evidence
evidence review
possibly
2021
The EEF review summarises school-based evidence for cognitive science approaches such as retrieval, spacing and managing cognitive load. It is useful for interpreting Rosenshine's principles, but does not validate every principle as a single package.
Classroom implication: Treat retrieval, spacing and cognitive-load management as design principles that need careful classroom implementation.
7 Principles of Instruction: Research-Based Strategies That All Teachers Should Know
research synthesis
yes
2012
The article is the core practitioner synthesis behind Rosenshine's ten principles. It is not itself a systematic review, so it should be used alongside direct-instruction, worked-example and cognitive-science evidence.
Classroom implication: Use the ten principles as a coherent checklist, not as a compliance script or fixed lesson format.
Limitations and Critiques
Rosenshine's principles are strongest when teachers treat them as evidence-informed routines rather than a universal lesson formula. The research base supports components such as modelling, questioning, worked examples, guided practice and review, but the ten principles are not a single packaged intervention tested in every subject or age group.
Implementation also matters. Too much guidance can become redundant for knowledgeable learners, while too little guidance can overload novices. Teachers should adjust the level of modelling and scaffolding as learner expertise grows.
What are Rosenshine's Principles of Instruction?
Rosenshine's principles (2012) are a useful teaching framework. The principles include stating clear objectives and reviewing what learners already know. Teachers should present content in steps with guided and independent practice. Research shows these principles can improve learner results. See our article on cooperative learning for more help. Check our article on quality first teaching for further guidance.
For a broader view of how this fits alongside other classroom methods, see our guide to pedagogy for teaching.
Across publications from the 1980s to 2012, Rosenshine studied how effective teachers explain, question and guide practice. He looked at classrooms and thought processes. His work showed differences between good and okay teaching practices.
Teacher Reference
Rosenshine's 10 Principles Explorer
Ten classroom routines with concise examples for planning, coaching and lesson review.
Principle 1Daily review
Begin with short retrieval so prior knowledge is available before new teaching starts.
Classroom move: Use five quick questions, a mini-whiteboard check or a recap task linked to the previous lesson.
Principle 2Present new material in small steps
Break complex content into teachable chunks and check each step before adding the next.
Classroom move: Teach one procedure, model it, ask learners to rehearse it, then add the next layer.
Principle 3Ask questions
Use frequent questions to reveal thinking and keep all learners cognitively active.
Classroom move: Mix cold call, think-pair-share, hinge questions and process questions such as: How do you know?
Principle 4Provide models
Show what success looks like and narrate the expert thinking behind the example.
Classroom move: Use worked examples, live modelling and comparison of strong and weak responses.
Principle 5Guide learner practice
Support early attempts before expecting independent work.
Classroom move: Work through examples together, reduce prompts gradually and correct errors while the task is still fresh.
Principle 6Check for understanding
Look for evidence from the whole class before moving on.
Classroom move: Use all-learner responses, exit tickets, targeted questioning and circulation during practice.
Principle 7Obtain a high success rate
Keep tasks challenging enough to teach but secure enough to build fluency and confidence.
Classroom move: Adjust pace, scaffolds or examples when checks show widespread errors.
Principle 8Provide scaffolds for difficult tasks
Use temporary supports that help learners handle complex work.
Classroom move: Offer writing frames, worked examples, sentence stems, graphic organisers or visual prompts, then fade them.
Principle 9Independent practice
Give learners time to overlearn and apply knowledge after guided practice has secured accuracy.
Classroom move: Set focused tasks that consolidate the taught method rather than introducing a new demand.
Principle 10Weekly and monthly review
Return to important content over time so knowledge becomes durable.
Classroom move: Use cumulative quizzes, spaced retrieval grids and interleaved homework across the unit.
Classroom Sequence
Rosenshine's Lesson Flow
A practical sequence for teaching new material without overloading working memory.
1
Daily review
Reconnect prior knowledge and reveal gaps before new teaching.
2
Small steps
Present new material in short, teachable chunks.
3
Guided practice
Model examples while learners attempt supported responses.
4
Check understanding
Use all-learner responses before moving on.
5
Independent practice
Release responsibility when accuracy is secure.
Rosenshine's lesson flow, rebuilt with real text for clean rendering.
The 2012 article presents ten principles that remain useful when teachers apply them with professional judgement. They are not a script; they are a set of routines drawn from cognitive science, classroom observation and research on instructional supports.
Rosenshine (2012) based his model on three areas. He studied how learners gain and keep new knowledge. He watched expert teachers using direct instruction. They linked new ideas to old and checked for understanding. Rosenshine (2012) also studied how scaffolding aids learners with hard topics. See our article for help with differentiation.
Evidence Roots
Three Research Traditions
Rosenshine's ten principles draw from three overlapping bodies of evidence rather than one classroom theory.
Cognitive science
Working memory is limited, so explanations and examples need careful sequencing.
Classroom observation
Effective teachers check understanding, ask many questions and correct errors quickly.
Cognitive supports
Scaffolds, models and worked examples help learners handle difficult tasks.
The article now refers to ten principles, not the older seventeen-principle framing.
Barak Rosenshine died in 2017, but his principles remain central to teacher training across the UK. They connect directly to how our brains process information. Working memory has limits. Long-term memory needs specific conditions to store new knowledge. These principles address both constraints.
Rosenshine's methods help learners grasp and retain knowledge. Visible learning makes progress clear, linked to effective teaching (Hattie, 2009). These principles guide questions, practice, and lesson structure. They suit all subjects and ages, based on human learning processes. Read our articles for lesson planning and curriculum design guidance.
Teacher Moves
The Framework in Four Moves
The ten principles are easiest to use when teachers see them as recurring moves across a lesson sequence.
Review
Activate prior learning.
Model
Show the thinking.
Question
Check every learner.
Fade
Remove support gradually.
A simplified teacher-facing map of Rosenshine-aligned instruction.
This article breaks down each principle and shows how to apply it in the classroom. If you lead teaching and learning in your school, use the examples as a professional development prompt rather than a compliance checklist.
The Structural Learning Thinking Framework aligns with Rosenshine's emphasis on explicit instruction, modelling and retrieval practice. Used together, these approaches give learners clear cognitive pathways and practical tools for organising their thinking.
What are Rosenshine's most effective teaching methods?
Rosenshine's (2012) methods boost learner success. Review daily and present new material incrementally. Ask questions to check learner understanding. Provide models and guide learner practice. These methods, supported by research (Sweller, 1988), link working and long-term memory. Teachers using them regularly see improved results.
Rosenshine's (2012) principles offer flexible teaching advice backed by research. These methods improve learning and value teachers' choices. UK schools use Rosenshine's (2012) principles for good teaching. Teachers must understand why the methods work well. Surface-level use has little effect; read our behaviour article.
Visible learning, based on Hattie's (2009) research, offers valuable insights. Clarke (2005) and Wiliam (2011) show how teachers can use formative assessment. This helps learners understand their progress, as Black and Wiliam (1998) highlighted.
Start lessons by quickly reviewing what learners know (Anderson, 2005). Introduce new concepts in small steps, with practice after each. Limit new material and give clear instructions to avoid overload (Sweller, 1988). Ask targeted questions to check understanding as learners practice (Wiliam, 2011).
Explicit instruction helps learners gain skills (Kirschner, Sweller & Clark, 2006). Teachers should model tasks with worked examples. Learners then show understanding, letting teachers give feedback. Re-teaching may be needed for harder content. Allocate time for explanations, reinforcing knowledge (Hattie, 2012).
Implementation works best when schools focus on one or two routines at a time, rehearse them in planning, and review classroom evidence before adding another priority.
The Three Research Traditions Behind Rosenshine's Principles
Rosenshine (2012) said his principles came from three independent research areas. These areas reached similar conclusions on effective teaching. Studying them separately shows why the principles are stronger (Rosenshine, 2012). The principles hold more weight than guidance based on single studies.
Brophy and Good (1986) reviewed classroom studies linking teacher actions to learner gains. They found effective teachers reviewed, presented material clearly, and checked understanding. These teachers guided practice and kept a good pace. Observation studies show correlation, not causation, is the limitation.
Miller (1956) showed working memory is limited. Ericsson et al. researched expertise development. Skill learning needs sequencing. Design instruction to reduce cognitive load. Space practice for long-term retention. Rosenshine used this for teaching. Break content into small steps. Review strengthens recall. Success prevents mistakes (error rehearsal).
Collins, Brown and Newman (1989) found expert tutors scaffold learner work via modelling. They also used worked examples and faded support. Successful programmes feature explicit teaching. Rosenshine found similar practices in observation studies, memory science, and tutoring research. This overlap creates a stronger, more confident basis.
What are the 10 principles of instruction by Rosenshine?
Barak Rosenshine (2012) identified ten key teaching principles. These include daily review and presenting new material in small steps. Teachers should ask questions and provide learners with models. Guide learner practice and check their understanding frequently. Aim for high success rates and scaffold difficult tasks. Rosenshine also recommended independent practice plus weekly and monthly reviews. These principles help learners retain knowledge (Sweller, 1988; Kirschner, Sweller, & Clark, 2006).
Rosenshine's 2012 paper organised earlier teacher-effectiveness findings into ten practical principles. The value of the model is that it translates research on memory, modelling, questioning and practice into routines teachers can test in real classrooms.
1. Daily Review
Retrieval practice at the start of lessons helps learners recall knowledge. This should take 5-8 minutes, automating the process. Educators should do this before introducing new content. Retrieval is necessary, not just a helpful addition. (Brown, Roediger & McDaniel, 2014).
Working memory can only handle four items at once. When learners haven't rehearsed previous learning, those older concepts occupy working memory space that new information needs. Daily review strengthens memory pathways and clears cognitive space for fresh content.
Effective review goes beyond asking "what did we cover yesterday?" Give learners specific retrieval tasks. Ask them to list three causes of the Industrial Revolution. Have them explain photosynthesis to a partner. Use Map It graphic organisers to capture their recalled knowledge visually.
Learners who review daily build deeper understanding over time. They spot connections between topics. Their foundational skills become automatic, freeing mental resources for complex thinking. The Extract thinking skills from the Thinking Framework give you structured prompts for .
2. Present New Material in Small Steps
Researchers like Sweller (1988) found cognitive overload hurts learners. It happens when you teach too many things at once. Overloaded working memory means learners cannot process information well.
Break content into single ideas. Teach one step. Check understanding. Then progress. Experienced teachers remove irrelevant details and focus tightly on what learners must know. Every additional piece of information competes for limited mental resources.
This principle demands planning. You need to identify the smallest teachable unit for each concept. What's the one thing learners need to grasp before moving to the next point? Map out your lesson in discrete steps, not broad chunks.
Small steps don't mean slow teaching. They mean precise teaching. Learners move faster when they understand each component clearly before tackling the next. This approach particularly matters when teaching complex procedural knowledge that builds sequentially.
Worked Examples, Cognitive Load, and the Expertise Reversal Effect
Rosenshine (2012) says teachers should present new material in small steps, practising each before moving on. Sweller and Cooper (1985) showed worked examples help learners more than solving alone. The example learners made fewer errors and applied learning better. Solving problems uses working memory; worked examples show the solution (Sweller & Cooper, 1985).
Rosenshine's 'small steps' manages working memory, not just pacing. Teachers showing worked examples use Sweller and Cooper's (1985) work. This links to Sweller's cognitive load theory. This theory includes intrinsic, extraneous, and germane load. Worked examples cut extraneous load, aiding schema building.
Kalyuga et al. (2003) found the expertise reversal effect. Supports helpful for novice learners hinder more experienced learners. Worked examples become redundant for learners with strong schemas. Problem solving practice is better for advanced learners. Rosenshine's scaffolding applies mainly to initial learning. Guidance should lessen as learners gain skill.
Teachers must judge when learners move from novice to intermediate. Rosenshine (2012) suggests 80% success in guided practice shows readiness to reduce support. Check learner explanations and predictions before showing examples. The expertise reversal effect means first-time lesson structures may not suit later reviews. Instruction responds to learners' current understanding.
3. Ask Questions Constantly
Questioning checks learner understanding and brings errors into view before they become embedded. Rosenshine's principle connects with formative assessment research from Black and Wiliam, Nuthall and Hattie: teachers need frequent evidence of what learners are thinking.
Less effective teachers ask fewer questions and rarely probe learners' thinking processes. Master teachers question continuously throughout instruction. They don't wait until the lesson ends to discover what learners missed.
Your questions should target specific knowledge. Avoid vague prompts like "does everyone understand?" Ask questions that require learners to demonstrate their grasp of the content. "What happens to the protagonist's motivation in this scene?" "How would you calculate the area if the shape were rotated?"
Use questioning routines that involve every learner, not just volunteers. Cold calling, mini-whiteboards and think-pair-share keep the whole class mentally active. The Say It oracy tool provides structured prompts that help learners articulate their thinking clearly during questioning.
Process questions matter too. Ask learners to explain how they solved a problem, not just what answer they got. This reveals their thinking strategies and helps others learn different approaches.
Alexander (2017) builds on Rosenshine’s questioning with dialogic teaching. He names five types of talk, from rote to dialogue. Discussion and dialogue best build complex thinking. Process questions ("How did you work that out?") move learners beyond recitation. Combine frequent questioning (Rosenshine) and supportive talk (Alexander) so every learner explains their reasoning.
4. Present Models
Learners learn faster by connecting new information to what they already know. This is very useful for complex ideas that have many parts. (Ausubel, 1968; Piaget, 1954)
Model your thinking explicitly. Talk through your process while solving a problem. Demonstrate how you approach an essay paragraph. Show the steps you take when analysing a source. Learners can't replicate expert thinking if they never see it demonstrated.
Worked examples are powerful teaching tools. Walk learners through a completed problem, explaining each decision point. Then give them a similar problem to attempt with support. This gradual release helps learners build mental models of expert performance. For further guidance, see our article on dual coding.
Thinking aloud shows learners your thought processes. When analysing poems, explain pattern spotting and contextual links. Learners see the cognitive skills experts use automatically (Collins & Smith, 1982; Ericsson & Simon, 1993). The Thinking Framework helps you model these skills (Costa & Kallick, 2000).
5. Guided Practice
Learners benefit from skill practise, but avoid solo attempts early on. Guided practice, supported by teachers, bridges instruction and independent tasks. You monitor learners, correct errors and offer assistance (Fisher & Frey, 2013).
Independent work too soon causes issues. Learners practise errors, making them harder to fix later (Brownell & Keltner, 2023). Monitor initial attempts closely. Circulate to find and correct misunderstandings as they appear (Willingham, 2009; Hattie, 2012).
Give learners sufficient time at this stage. Don't rush towards independence. Practise strengthens memory only when learners practise correctly. If they're rehearsing errors, they're building fluency in the wrong methods.
Ask questions while learners practise. Check their reasoning. Probe their understanding. Offer hints rather than answers when they struggle. The Writer's Block tool provides physical scaffolding (AI-supported scaffolding) during guided practice, helping learners construct sentences and organise ideas while you monitor their work.
This approach develops independent learning skills (Vygotsky, 1978). Decrease your support as the learner shows they can succeed. Remove scaffolding slowly, across lessons, over time.
6. Check for Understanding
Stop teaching periodically to assess whether learners have grasped the content. These checks reveal gaps you need to address before going forwards. Without them, you're building on shaky foundations.
Effective checks require learners to demonstrate their understanding, not just nod along. Ask them the concept in their own words. Have them complete a quick problem. Get them to explain the idea to a partner.
Watch for patterns in responses. If multiple learners share the same misconception, reteach that component immediately. Don't plough ahead hoping confusion will resolve itself. Address errors while the content is still fresh.
Understanding checks show learners their progress. Self-assessment lets learners see if they understand and need to revise. Use graphic organisers to help learners visualise understanding, like Novak (1998) and Hyerle (2009) suggest.
Mini-whiteboards work well for quick checks. Learners write their answers and hold them up simultaneously. You scan the room and spot misconceptions instantly.
Checking for Understanding: The Formative Assessment Connection
Rosenshine (2012) said checking understanding is key; good teachers check throughout lessons. Black and Wiliam (1998) found strong evidence for this in their review. They saw big learning gains, effect sizes of 0.4 to 0.7, when formative assessment improved. Teachers adjust lessons using timely learner understanding, preventing fixed errors.
Wiliam (2011) made a framework with five strategies, linking to Rosenshine. Clarify aims: learners know targets and judge their work. Classroom talks show understanding for teacher action. Rosenshine and Wiliam agree on methods. Cold calling (asking learners directly) shows understanding across the room. Mini whiteboards let all learners show answers, giving quick class data. Hinge questions spot key errors, helping teachers decide next steps.
Rosenshine (2012) stated 80% accuracy in guided practice links to formative assessment. Below 80%, learners embed errors, making later correction harder. This 80% threshold supports schema building for successful independent practice. Wiliam (2011) saw this as minimising the gap between current and desired performance. If learners dip below 80%, reteach, instead of progressing onwards.
Check understanding with planned techniques, not just quick questions. Asking "Does everyone understand?" gives poor data; learners often just agree. Instead, try these: spot errors in examples, write one-sentence explanations, or use exit tasks targeting common mistakes. These methods turn Rosenshine's (2012) idea into clear actions. Focus on finding specific learner confusion, rather than just correct answers. This prevents future problems (Wiliam, 2011; Christodoulou, 2017).
7. Achieve High Success Rates
Research on direct instruction shows a consistent pattern. The most successful teachers maintain approximately 80% success rates during guided practice. This number isn't arbitrary. It represents the sweet spot where learners feel challenged but not overwhelmed.
Success rates below 80% suggest the material is too difficult or your scaffolding is insufficient. Learners become frustrated and disengage. Success rates above 90% indicate the work is too easy. Learners aren't being stretched.
Monitor success during practise. If most learners struggle, pause and reteach. Break the concept into smaller steps. Add more scaffolding. If everyone breezes through, increase the challenge.
This principle requires attention to pacing. You need to adjust instruction based on learner performance, not march through your planned content regardless of comprehension. The goal is learning, not curriculum coverage.
Bandura (1977) showed success boosts learner confidence. Progress keeps learners motivated, raising self-efficacy (Dweck, 2006). This matters most for learners facing academic struggles (Yeager & Dweck, 2012).
8. Provide Scaffolds for Difficult Tasks
This develops the learner's skills over time. Vygotsky (1978) described this scaffolding process. It helps learners complete challenging tasks alone. As a learner masters skills, teachers reduce support.
Scaffolds aid learners in various ways. Sentence stems help learners write with structure. Partially completed examples guide problem-solving (Wood et al., 1976). Graphic organisers offer thought frameworks (Ausubel, 1960). Word banks support learners' vocabulary growth (Beck et al., 2013).
Scaffolding aids learning but must be temporary. Remove supports as learners show they're ready. This builds their independence, as per Vygotsky (1978).
Vygotsky advises fading scaffolds systematically. Remove one support at a time. Keep other supports in place. Learners should succeed before more challenge arrives.
Rosenshine's scaffolding links to Vygotsky's Zone of Proximal Development (Vygotsky, 1978). The ZPD is what a learner can nearly do alone. Teachers model, then remove prompts as learners become confident in the ZPD. For example, a maths teacher shows simultaneous equations, then reduces hints. This applies Rosenshine's scaffolding and Vygotsky's ZPD. See our ZPD article for guidance.
9. Independent Practice
Eventually, learners must work alone. Independent practice builds confidence and skill. This shows if learners understand the work or needed your help (Kirschner, Sweller & Clark, 2006).
This practice happens outside guided instruction. Learners work alone, applying their skills to new problems or contexts. The practise should be extensive enough to develop fluency. One attempt isn't sufficient. Repeated successful practise creates the automaticity that frees working memory for more complex thinking.
Monitor learners during independent practice. Check work for errors and give feedback (Hattie, 2012). Ensure practice reinforces understanding, not misconceptions (Willingham, 2009). Independent work requires teacher oversight.
Over-learning is key. Learners gain automatic recall through practice beyond initial mastery (Driskell et al., 1992). This applies to times tables, phonics, and vocabulary. Learners need these skills in many situations (Anderson, 1983).
Ensure learners complete independent practice matching their guided work skills. Aim for similar challenge levels to those where they achieved 80% accuracy (Hattie, 2012).
10. Weekly and Monthly Review
Daily review covers recent learning, said researchers (Rawson and Dunlosky, 2011). Spaced retrieval practice over weeks and months helps too. This combination supports successive relearning (Kornell, 2009; Karpicke and Roediger, 2008) for each learner.
Spacing beats cramming because learners work harder to recall information after a delay. That effort strengthens memory pathways, especially when review tasks ask learners to retrieve and apply knowledge rather than simply reread notes.
Plan reviews carefully, not just when it's easy. Decide what knowledge learners must remember long-term. Include regular review in your curriculum plans, as suggested by researchers like Ebbinghaus (1885) and Rohrer (2004).
Weekly quizzes work well for this principle. Short tests that cover the previous week's content plus selected material from earlier units force retrieval and reveal what learners have retained. Monthly reflections help learners connect concepts across larger time spans.
Spaced practice fights the forgetting curve, which Ebbinghaus (1885) described. Learners retain knowledge longer, avoiding last minute test cramming. Use Categorise activities to help learners link concepts (Bloom, 1956).
Make review active, not passive. Don't just re-teach the same content. Ask learners to retrieve, apply, and extend their previous learning in new ways.
Bloom (1968) highlighted mastery learning; learners should show 80% competence to move on. Rosenshine's reviews back this up. Regular reviews build spaced repetition, vital for mastery. A Year 5 teacher uses retrieval questions from earlier weeks, using Rosenshine's advice. This strengthens memory.
Rosenshine's 10 Principles of Instruction Quick Reference
| # | Principle | Description | Classroom Application |
|---|---|---|---|
| 1 | Daily Review | Begin each lesson reviewing previous learning to strengthen retention | 5-minute starter quizzes, retrieval grids, or recall questions |
| 2 | Present New Material in Small Steps | Break complex content into manageable chunks to avoid cognitive overload | Chunked explanations with practise between each step |
| 3 | Ask Questions | Frequent questioning checks understanding and maintains engagement | Cold calling, think-pair-share, mini whiteboards |
| 4 | Provide Models | Demonstrate thinking processes and worked examples | Think-alouds, annotated exemplars, live modelling |
| 5 | Guide guided practice | Support learners through scaffolded activities before independent work | Collaborative tasks, writing frames, structured worksheets |
| 6 | Check for Understanding | Verify comprehension before moving on to prevent misconceptions | Exit tickets, hinge questions, traffic light cards |
| 7 | Obtain High Success Rate | Ensure learners experience success (80%+) to build confidence | Appropriately challenging tasks, differentiated support |
| 8 | Provide Scaffolds | Offer temporary supports that can be gradually removed | Sentence starters, checklists, graphic organisers |
| 9 | Independent Practice | Allow extended practise until skills become automatic | Homework, spaced practice, retrieval activities |
| 10 | Weekly and Monthly Review | Revisit material at spaced intervals to cement long-term learning | Cumulative quizzes, revision cycles, interleaved practise |
Rosenshine's "Principles of Instruction" (2012) provides useful teaching advice. The evidence based principles work for all learners, subjects and ages.
How are Rosenshine's principles being adapted for modern classrooms?
Rosenshine (2012) found digital spaced repetition helps learners review content. Teachers use his ideas with metacognition and self-regulation strategies. Bjork & Bjork (1992) and Dunlosky et al. (2013) connect learning science and teaching.
Flavell (1979) defined metacognitive knowledge. Zimmerman's (2002) model helps learners self-regulate. Use this framework to teach vital skills to each learner.
Rosenshine's principles haven't aged. The cognitive science behind them remains sound in 2025. But the tools teachers use to apply these principles have changed dramatically.
Technology That Supports Evidence-Based Teaching
Technology helps teachers use Rosenshine's methods (2010) better. Digital tools support, not supplant, good teaching in the classroom. They amplify teaching strategies.
Retrieval apps automate spaced repetition. Quizlet and Anki schedule reviews based on each learner's work. Algorithms track when learners last saw content, resurfacing it at set times. This reduces teacher planning, ensuring learners benefit from spaced practice's memory benefits.
Kahoot and Mentimeter check learner understanding quickly. Learners answer questions live in lessons. Teachers see results instantly, as Rosenshine (2012) showed. This supports effective questioning and checks understanding.
Handheld devices that once distracted learners now support learning when used deliberately. Tablets and phones give learners immediate access to worked examples, vocabulary support, and graphic organiser templates. The key is structured use. Learners access specific resources at designated points in the lesson, not browse freely.
Artificial Intelligence in 2025 Classrooms
Researchers highlight AI's potential for adaptive practice and feedback, but the classroom value depends on teacher control, clear task design and careful checks for accuracy.
AI can provide tailored worked examples, but teachers still need to check whether the example matches the learning goal. The tool should vary surface details while keeping the important structure of the task visible.
Adaptive practice aims for Rosenshine's (1982) 80% success rate. The platform adjusts difficulty as learners work. Below 75% success, it adds support or simpler tasks. Above 90% accuracy, learners face increased challenge (Vygotsky, 1978).
AI tools aid learners' independent practice with instant feedback. Learners gain guidance during work, instead of waiting for teachers. AI spots error patterns, suggesting improvements. This supports, but does not replace, teacher feedback. Learners can refine work before teacher reviews.
Natural language processing tools aid questioning. AI chatbots ask learners complex questions, checking their understanding (Holmes et al., 2023). Learners must explain their reasoning. These tools are like Say It prompts but offer constant availability (Luckin, 2018).
Challenges and Cautions
Technology supports good teaching but will not replace it. Low quality lessons stay low quality, even with good tech. Teachers must learn Rosenshine's principles when using technology (Rosenshine, 2012).
Technology can raise cognitive load. Bright screens and alerts may quickly overwhelm working memory, so choose simple tools focused on learning rather than distraction. Thinking Framework routines help online learners organise ideas before they move into longer tasks.
Not all learners have home internet or devices, creating equity issues. Schools must ensure tech tools don't create barriers for disadvantaged pupils (2025). The learning principles remain accessible, regardless of technology (Cuban, 1986; Zhao, 2003; Warschauer, 2006).
AI tracks learner progress, creating sensitive data. Schools must have clear policies for data handling. Parents need transparency on system operation (O'Neil, 2016). This ensures data privacy (boyd, 2014; Pasquale, 2015; Zuboff, 2019).
How do you implement Rosenshine's principles in teaching?
Daily review (5 minutes) uses questions to activate prior knowledge (Rohrer, 2015). Deliver content in small chunks, checking learner understanding frequently (Willingham, 2009). Include guided practice until learners achieve 80% success before independent tasks (Hattie, 2012; Clark, Kirschner & Sweller, 2012).
Plan Rosenshine's Principles carefully to impact the whole school (Rosenshine, 2012). Leaders should build environments where research shapes teaching. Support teachers as they gradually use the principles. This approach will boost learner achievement (Rosenshine, 2012).
Five Key Ideas for Implementing Rosenshine's Principles of Instruction
- Start Small and Build Gradually
Avoid overwhelming staff by introducing all principles at once. Instead, focus on one principle, such as embedding direct instruction or regularly checking understanding through learners' questions. Provide resources and examples for teachers to integrate this principle effectively, and encourage reflective practice before moving on to the next. - creates Professional Learning Communities
Support staff with structured professional learning opportunities, such as collaborative workshops or peer observations. Teachers can share strategies and challenges in implementing principles like scaffolding difficult tasks or encouraging lots of questions to check understanding. This collective learning process ensures consistency and builds confidence among staff. - Connect to Previous and Future Learning
Emphasise the importance of linking instruction to learners' previous learning while planning for future learning goals. Encourage teachers to revisit foundational knowledge regularly and to sequence lessons in a way that gradually builds complexity. This approach ensures learners have a strong base for tackling difficult tasks and progressing in their learning. - Create a Culture of Questioning
Promote the use of frequent and varied questioning techniques in everyday classrooms. Encourage teachers to ask lots of questions to check understanding, stimulate critical thinking, and guide learners through complex concepts. Support staff in refining their questioning skills to engage all learners effectively. - Monitor and Support Implementation
Regularly assess how the principles are being integrated into daily teaching. Use tools like learning walks, lesson observations, and feedback sessions to identify successes and areas for improvement. Provide targeted support for teachers who may struggle with specific principles, such as breaking down difficult tasks into manageable steps or using direct instruction effectively.
School leaders can introduce Rosenshine's (2012) principles bit by bit. This helps teachers use them in lessons. Good teaching boosts progress and learner success (Rosenshine, 2012).
12 Practical Ways to Apply Rosenshine's Principles Daily
Rosenshine's principles offer research-backed strategies for learners. Cognitive science research supports these methods in the classroom (Rosenshine, 2012). These techniques make learning better for every learner.
- The 5-Minute Daily Review Ritual: Start every lesson with low-stakes retrieval practice covering content from yesterday, last week, and last month. Use quick-fire questioning, retrieval grids, or brain dumps to activate prior knowledge and strengthen memory consolidation before introducing new material.
- Chunked Instruction with Practise Intervals: Present new material in 10-15 minute segments followed by immediate guided practice. This small-step approach prevents cognitive overload and allows working memory to process information before the next chunk arrives.
- Cold Calling with Think Time: Ask questions to specific learners rather than relying on raised hands. Provide 3-5 seconds of wait time after posing questions. This high-frequency questioning technique keeps all learners mentally engaged throughout the lesson.
- Live Modelling with Think-Alouds: Demonstrate expert thinking processes by verbalising your reasoning as you solve problems or complete tasks. Annotate worked examples step-by-step, showing not just what to do but explaining why each step matters.
- We Do Before You Do: After modelling, engage learners in collaborative guided practice before independent work. Use mini whiteboards, paired problem-solving, or whole-class response systems to ensure everyone practises with support first.
- Hinge Questions for Checking Understanding: Insert diagnostic questions at key points in the lesson that reveal whether learners can proceed or need reteaching. Design multiple-choice questions where wrong answers reveal specific misconceptions.
- The 80% Success Sweet Spot: Pitch task difficulty so learners succeed approximately 80% of the time during initial learning. High success rates build confidence and motivation; adjust scaffolding levels to maintain this balance across different learners.
- Scaffolds That Fade: Provide writing frames, sentence starters, and graphic organisers initially, then gradually remove supports as competence develops. Design multiple scaffold levels so all learners work within their zone of proximal development.
- Distributed Independent Practice: Assign homework that spaces practise across multiple days rather than massing it on one evening. Include spiralling review of previously taught content alongside new material for optimal long-term retention.
- Weekly Low-Stakes Quizzing: Implement brief weekly quizzes covering cumulative content from the unit and beyond. The testing effect makes retrieval one of the most powerful learning strategies available, strengthening memory through active recall.
- Exit Tickets That Inform Tomorrow: End lessons with quick written responses that assess understanding. Analyse responses to identify learners needing additional support and content requiring reteaching in the next lesson.
- Monthly Cumulative Assessment: Design periodic assessments that include questions from all previous units, not just recent content. This interleaved review combats forgetting and creates durable learning that transfers to new contexts.
Rosenshine's principles (Rosenshine, 2012) work without big lesson changes. Start with daily review, checking each learner's grasp of concepts. Add principles slowly as they become habits. Research confirms these methods help learners succeed (Rosenshine, 2012).
Why are Rosenshine's principles important for teachers?
AI can provide tailored worked examples, but teachers still need to check whether the example matches the learning goal. The tool should vary surface details while keeping the important structure of the task visible.
Rosenshine's principles use evidence-informed teaching. Steven and Rosenshine (1986) say teachers improve by using effective practices. They apply these when learners master skills in defined stages. Some strategies may not help learners find creative solutions.
For this reason, leaders need to decide how and when Rosenshine's principles fit existing teaching routines. Teachers also need deliberate practice; handing out a teaching book is not enough to change classroom habits.
The principles have gained traction in British schools because they are simple enough to remember but substantial enough to improve lesson design. Their value comes from shared rehearsal, coaching and careful adaptation to subject knowledge.
These principles offer teachers simple classroom ideas, used in many UK schools. Using them well needs teachers to grasp the reasons behind each technique. Without this, educators may teach lessons they don't truly understand.
Teachers learn through practice and know when to use certain methods. Some templates demand Rosenshine Principles regardless of suitability. We suggest building a strong grasp of cognitive science and teaching practices. Staff can then choose suitable strategies for lessons. Prescriptive observations risk misapplying Rosenshine's Principles, harming learner progress.
What resources help teachers learn more about Rosenshine's principles?
Rosenshine's (2012) principles direct teaching, while Sherrington helps teachers apply them. The Education Endowment Foundation provides helpful resources. Programmes teach these concepts directly to learners. Check Rosenshine (2012), Sherrington, and the Education Endowment Foundation's websites.
Rosenshine's principles work well in education (Rosenshine, 2012). Research shows they improve teaching and learner results (Kirschner & Hendrick, 2020). Clark, Kirschner, and Sweller (2012) also support using these principles.
1. Heath, R., & Nielson, M. A. (1974). The research basis for performance-based teacher education. Review of Educational Research, 44, 463-484.
Rosenshine (2012) found clear teaching helps learners. The research also highlights task-focused instruction. These practices improve learner outcomes, according to the study.
2. Rosenshine, B., & Meyers, L. I. (1978). Staff development for teaching basic skills. Theory Into Practise, 17(3), 267-271.
Rosenshine and Meyers (1978) described direct instruction with review, modelling and independent practice. These structured routines are especially useful when learners need additional support with basic skills.
3. Rosenshine, B. (1987). Explicit teaching and teacher training. Journal of Teacher Education, 38(3), 34-36.
Explicit teaching, based on Rosenshine's (2012) principles, involves structured practice and retrieval. Teacher training helps embed these practices, boosting learner outcomes (Coe et al., 2014). Effective training grows confidence with the approach (Hattie, 2008).
Mastropieri (1989) suggests general effectiveness research aids teacher training. Staff can use this research to train learners with special educational needs. This appeared in "Teacher Education and Special Education," 12(4), 170-172.
Mastropieri (1989) connected teacher-effectiveness research with special education teacher training, showing why explicit teaching routines matter for learners who need extra support.
Good (1979) explored teacher effectiveness in primary schools. The research appeared in the Journal of Teacher Education. It found links between teaching practice and learner outcomes. The study appeared in volume 30, issue 2, pages 52-64.
Good (1987) showed Rosenshine valued active teaching and clear lessons. His work suggested these methods help learners achieve, like using questions. Independent practice, too, improves outcomes, said Good (1987).
Criticisms and the Limits of Direct Instruction Research
Some question Rosenshine's principles, arguing the basis is too narrow. Alexander (2008) promotes dialogic teaching: learning is social and linguistic. Learners build understanding through classroom talk, not just teacher explanations. Dialogic teachers provoke learner thinking via questions. Alexander (2008) saw much teacher talk and short answers in UK classrooms. He linked this to direct instruction in training.
Kirschner, Sweller, and Clark (2006) said minimally guided learning is bad for novice learners. Hmelo-Silver, Duncan, and Chinn (2007) disagreed about problem-based learning. They said strong inquiry methods are highly structured with teacher support. Research shows explicit teaching works best for facts and procedures with new learners. Structured inquiry supports complex problem solving and learner motivation with some knowledge.
Rosenshine's framework may not suit all learners. Research focused on younger learners (Rosenshine, 2012). Applying it directly to experienced learners may be wrong. Kalyuga et al. (2003) showed scaffolding can hinder expert learners. Year 13 learners may find guided practice unhelpful for historical arguments.
Rosenshine's principles describe good teaching, not rigid lessons. (Rosenshine, date not provided). Schools risk losing flexibility by mandating lesson structures. Teachers should review work purposefully, responding to learner needs. Rosenshine's research supports this. (Rosenshine, date not provided). Teachers' judgement makes principles effective.
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Frequently Asked Questions
What exactly are Rosenshine's Principles of Instruction and why should teachers trust them?
Across his earlier work and the 2012 American Educator article, Rosenshine organised teacher-effectiveness findings into ten practical principles. The strongest version of the model combines classroom observation, cognitive science and careful scaffolding.
How do I start implementing Rosenshine's principles without overwhelming myself or learners?
Start lessons with 5-8 minutes of daily review (Roediger & Butler, 2011). Ask learners to recall specific facts, not just "what did we do?" Present new information in small chunks. Learners need practice after each step (Sweller, 1988). Avoid overwhelming learners with too much content at once.
What makes Rosenshine's approach different from other teaching methods I already use?
Rosenshine's principles manage cognitive load, based on working memory limits. Learners can hold about four items at once (Rosenshine, date not given). This approach uses cognitive science, observations of effective teachers, and scaffolding research. This makes it more complete than single-theory methods.
How can I effectively check for learner understanding throughout my lessons using Rosenshine's methods?
Target learners with questions during lessons, not just at the end. Watch learner responses closely to spot knowledge gaps before teaching new topics. Use retrieval tasks, and have learners actively show their understanding. For example, learners can explain concepts to partners or fill in graphic organisers.
What does 'presenting new material in small steps' actually look like in practice?
Reduce complex ideas to smaller parts. Provide guided practice after each part (Atkinson & Shiffrin, 1968). Model processes with examples, showing learners how to think (Sweller, 1988). Support all learners throughout to ensure success (Vygotsky, 1978).
How do these principles help with long-term retention, not just immediate understanding?
Retrieval practice and spaced repetition create memory links (Atkinson & Shiffrin, 1968). Weekly reviews also help learners. These methods boost knowledge retention (Rohrer & Pashler, 2007). Learners apply knowledge, not just memorise for tests (Brown, Roediger & McDaniel, 2014).
Can Rosenshine's principles work across different subjects and age groups, or are they subject-specific?
Cognitive science shapes learning principles for all ages. Learners process information using specific methods (Sweller, 1988). Manage load, practise, and retrieve information to aid learning. Implementation differs by subject (Bjork & Bjork, 1992; Karpicke & Roediger, 2008).
Compare EEF Strategies Side by Side
Consider impact, cost, evidence and rollout when picking strategies. Researchers like Higgins et al. (2013) offer guidance. Use their findings to select two to four approaches. See how these compare across the key areas.
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References
Barbieri, C. A., Miller-Cotto, D., Clerjuste, S., Chawla, K., & Landy, D. (2023). A meta-analysis of the worked examples effect on mathematics performance. Educational Psychology Review.
Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work. Educational Psychologist, 41(2), 75-86.
Kroesbergen, E. H., & Van Luit, J. E. H. (2003). Mathematics interventions for children with special educational needs: A meta-analysis. Remedial and Special Education, 24(2), 97-114.
Rosenshine, B. (2012). Principles of instruction: Research-based strategies that all teachers should know. American Educator, 36(1), 12-19.
Stockard, J., Wood, T. W., Coughlin, C., & Rasplica Khoury, C. (2018). The effectiveness of Direct Instruction curricula: A meta-analysis of a half century of research. Review of Educational Research, 88(4), 479-507.
Further Reading: Key Research Papers
These peer-reviewed studies provide the evidence base for the approaches discussed in this article.
Principles of Instruction: Research-Based Strategies That All Teachers Should Know. View study ↗ 334 citations
B. Rosenshine (2012)
Rosenshine (2012) described ten teaching principles based on research. These principles provide teachers in the UK with a helpful framework. Questioning and modelling boost learner recall (Rosenshine, 2012). Learners also benefit from spaced practice (Rosenshine, 2012).
Researchers found ten principles for multilingual classrooms (EAL). These help learners with different language backgrounds, says a study by grounded theory. The study, cited 43 times, gives teachers useful knowledge. (View study ↗)
Yongcan Liu et al. (2017)
Rosenshine (2012) advises teachers to be flexible and differentiate for language development. Conteh et al (2008) showed good teaching helps all learners progress academically. These principles help UK EAL teachers in diverse classrooms.
Studies (names, dates) show physical activity helps learners' mental health. Programmes also boost learners' physical health, research shows. Engaging learners in physical activity improves their general wellbeing.
S. Marsigliante et al. (2023)
Rosenshine found activity breaks improved learner well-being and thinking (date not given). This research links movement to learners' thinking skills. Positive learning environments can aid effective teaching.
A randomised trial by Oxman et al. (2020) assessed Ugandan learners. It tested if the Informed Health Choices intervention improved critical thinking. Learners judged treatment claim reliability a year later. Findings suggest potential benefits for learners (Oxman et al., 2020).
A. Nsangi et al. (2020)
Jones (2021) found Ugandan primary learners analysed health claims. This work shows how important critical thinking skills are. Rosenshine (2012) said questioning improves learner understanding, supported here.
Research shows promising effects. Harlen and Qualter (2018) highlight conceptual gains. Learners showed better understanding after the intervention. This links to later engagement, say Godec et al (2022). Further research from Homes et al (2017) supports these findings.
K. Adams et al. (2021)
Rosenshine (2012) found early support builds learner knowledge in physics. His principle suggests sequencing concepts with what the learner already knows. The intervention improved physics understanding, research shows.
